Overview

Dataset info

Number of variables113
Number of observations11334
Missing cells1126805 (88.0%)
Duplicate rows0 (0.0%)
Total size in memory9.8 MiB
Average record size in memory904.0 B

Variables types

Numeric11
Categorical57
Boolean9
Date0
URL0
Text (Unique)0
Rejected36
Unsupported0

Warnings

Ag_Best_ppm has 11325 (99.9%) missing values Missing
Alt1 has 11323 (99.9%) missing values Missing
Alt1_Int has 11323 (99.9%) missing values Missing
Alt2 has 11323 (99.9%) missing values Missing
Alt2_Int is highly correlated with Alt1_Int (ρ = 0.9026709338) Rejected
Alt3 has 11324 (99.9%) missing values Missing
Alt3_Int has 11324 (99.9%) missing values Missing
Alt4 has 11332 (> 99.9%) missing values Missing
Alt4_Int has 11332 (> 99.9%) missing values Missing
Alt_Group has 11323 (99.9%) missing values Missing
Alt_Intensity is highly correlated with Alt4_Int (ρ = 1) Rejected
Alt_Style has 11323 (99.9%) missing values Missing
Au_Best_ppm is highly correlated with Alt_Intensity (ρ = 1) Rejected
Avg_Reading has 11206 (98.9%) missing values Missing
Bedding_Angle_TCA has constant value "nan" Rejected
Bedding_Bed_Thickness has constant value "nan" Rejected
Bedding_Cleavage_Angle has constant value "nan" Rejected
Bedding_Confidence has constant value "nan" Rejected
Bedding_Style has constant value "nan" Rejected
Bedding_Younging_Direction has constant value "nan" Rejected
Colour has 11324 (99.9%) missing values Missing
Comments has a high cardinality: 952 distinct values Warning
Comments has 9606 (84.8%) missing values Missing
Comments_2 has 11333 (> 99.9%) missing values Missing
Comments_5 has 11333 (> 99.9%) missing values Missing
Comments_6 has 11333 (> 99.9%) missing values Missing
Comments_8 has 11316 (99.8%) missing values Missing
Comments_9 has constant value "nan" Rejected
Cu_Best_ppm has 11325 (99.9%) missing values Missing
Fabric1_Angle_TCA has 11330 (> 99.9%) missing values Missing
Fabric1_Confidence has 11328 (99.9%) missing values Missing
Fabric1_Feature has 11323 (99.9%) missing values Missing
Fabric1_Intensity has 11327 (99.9%) missing values Missing
Fabric2_Angle_TCA has 11333 (> 99.9%) missing values Missing
Fabric2_Confidence has 11333 (> 99.9%) missing values Missing
Fabric2_Feature has 11333 (> 99.9%) missing values Missing
Fabric2_Intensity has 11333 (> 99.9%) missing values Missing
Foliation has 11325 (99.9%) missing values Missing
Fracture_Infill has 7952 (70.2%) missing values Missing
Fractures_per_m is highly correlated with Alt4_Int (ρ = 1) Rejected
From_m_2 is highly correlated with From_m (ρ = 1) Rejected
From_m_3 is highly correlated with From_m (ρ = 1) Rejected
From_m_5 is highly correlated with From_m_2 (ρ = 1) Rejected
From_m_6 is highly correlated with From_m_5 (ρ = 1) Rejected
From_m_7 is highly correlated with From_m_6 (ρ = 1) Rejected
From_m_8 is highly correlated with From_m_7 (ρ = 1) Rejected
From_m_9 is highly correlated with From_m_8 (ρ = 1) Rejected
Hole has a high cardinality: 120 distinct values Warning
Hole_2 has 11319 (99.9%) missing values Missing
Hole_3 has a high cardinality: 65 distinct values Warning
Hole_3 has 11206 (98.9%) missing values Missing
Hole_5 has 11322 (99.9%) missing values Missing
Hole_6 has 11323 (99.9%) missing values Missing
Hole_7 has a high cardinality: 65 distinct values Warning
Hole_7 has 11203 (98.8%) missing values Missing
Hole_8 has 11305 (99.7%) missing values Missing
Hole_9 has 11321 (99.9%) missing values Missing
Lith1 has 11305 (99.7%) missing values Missing
Lith1_Bedding has constant value "nan" Rejected
Lith1_Group has 11305 (99.7%) missing values Missing
Lith1_Texture has 11325 (99.9%) missing values Missing
Min1 has 11326 (99.9%) missing values Missing
Min2 has 11333 (> 99.9%) missing values Missing
Min3 has constant value "nan" Rejected
Min_Intensity has 11326 (99.9%) missing values Missing
Min_Pct is highly correlated with From_m_8 (ρ = 0.9978787699) Rejected
Min_Style has 11326 (99.9%) missing values Missing
Num_Fractures is highly correlated with Alt4_Int (ρ = 1) Rejected
Oxidation has 11323 (99.9%) missing values Missing
Pb_Best_ppm has 11325 (99.9%) missing values Missing
QtzCarb_Replacement_Pct is highly correlated with Min_Pct (ρ = 0.9657346862) Rejected
RQD_m is highly skewed (γ1 = 33.90206816) Skewed
Timestamp only contains datetime values, but is categorical. Consider applying pd.to_datetime()Type
Timestamp has a high cardinality: 246 distinct values Warning
To_m is highly correlated with From_m_9 (ρ = 0.999967617) Rejected
To_m_2 is highly correlated with To_m (ρ = 1) Rejected
To_m_3 is highly correlated with To_m (ρ = 1) Rejected
To_m_5 is highly correlated with To_m_2 (ρ = 1) Rejected
To_m_6 is highly correlated with To_m_5 (ρ = 1) Rejected
To_m_7 is highly correlated with To_m_6 (ρ = 1) Rejected
To_m_8 is highly correlated with To_m_7 (ρ = 1) Rejected
To_m_9 is highly correlated with To_m_8 (ρ = 1) Rejected
Total_Pct_Vein is highly correlated with Alt3_Int (ρ = 0.9284808554) Rejected
Vein1 has 11326 (99.9%) missing values Missing
Vein1_Angle_TCA is highly correlated with Fabric1_Angle_TCA (ρ = 1) Rejected
Vein1_Form has 11326 (99.9%) missing values Missing
Vein1_Grain_Size has constant value "nan" Rejected
Vein1_Internal_Structure has 11326 (99.9%) missing values Missing
Vein1_Pct is highly correlated with Total_Pct_Vein (ρ = 0.984445004) Rejected
Vein1_Pct_Sulphide has 11328 (99.9%) missing values Missing
Vein1_Style has 11326 (99.9%) missing values Missing
Vein1_VG has 11322 (99.9%) missing values Missing
Vein2 has 11330 (> 99.9%) missing values Missing
Vein2_Angle_TCA has 11331 (> 99.9%) missing values Missing
Vein2_Form has 11330 (> 99.9%) missing values Missing
Vein2_Internal_Structure has 11330 (> 99.9%) missing values Missing
Vein2_Pct is highly correlated with To_m_8 (ρ = 1) Rejected
Vein2_Pct_Sulphide has 11331 (> 99.9%) missing values Missing
Vein2_Style has 11330 (> 99.9%) missing values Missing
Vein2_VG has 11322 (99.9%) missing values Missing
Vein3 has 11333 (> 99.9%) missing values Missing
Vein3_Angle_TCA has 11333 (> 99.9%) missing values Missing
Vein3_Form has 11333 (> 99.9%) missing values Missing
Vein3_Internal_Structure has 11333 (> 99.9%) missing values Missing
Vein3_Pct has 11333 (> 99.9%) missing values Missing
Vein3_Pct_Sulphide has 11333 (> 99.9%) missing values Missing
Vein3_Style has 11333 (> 99.9%) missing values Missing
Vein3_VG has 11322 (99.9%) missing values Missing
VG has 11321 (99.9%) missing values Missing
Zn_Best_ppm has 11325 (99.9%) missing values Missing

Variables

Ag_Best_ppm
Numeric

Distinct count7
Unique (%)0.1%
Missing (%)99.9%
Missing (n)11325
Infinite (%)0.0%
Infinite (n)0
Mean0.03555555556
Minimum0.01
Maximum0.09
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum0.01
5-th percentile0.01
Q10.02
Median0.03
Q30.05
95-th percentile0.074
Maximum0.09
Range0.08
Interquartile range0.03

Descriptive statistics

Standard deviation0.02554951619
Coef of variation0.718580143
Kurtosis1.617124749
Mean0.03555555556
MAD0.01950617284
Skewness1.218207806
Sum0.32
Variance0.0006527777778
Memory size88.7 KiB
Histogram
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%) 
0.01 2 < 0.1%
 
0.02 2 < 0.1%
 
0.05 2 < 0.1%
 
0.04 1 < 0.1%
 
0.03 1 < 0.1%
 
0.09 1 < 0.1%
 
(Missing) 11325 99.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0.01 2 < 0.1%
 
0.02 2 < 0.1%
 
0.03 1 < 0.1%
 
0.04 1 < 0.1%
 
0.05 2 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
0.09 1 < 0.1%
 
0.05 2 < 0.1%
 
0.04 1 < 0.1%
 
0.03 1 < 0.1%
 
0.02 2 < 0.1%
 

Alt1
Categorical

Distinct count6
Unique (%)0.1%
Missing (%)99.9%
Missing (n)11323
QZ
 
3
CL
 
3
FU
 
2
Other values (2)
 
3
(Missing)
11323
ValueCountFrequency (%) 
QZ 3 < 0.1%
 
CL 3 < 0.1%
 
FU 2 < 0.1%
 
TA 2 < 0.1%
 
MS 1 < 0.1%
 
(Missing) 11323 99.9%
 
Max length3
Mean length2.999029469
Min length2
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

Alt1_Int
Categorical

Distinct count4
Unique (%)< 0.1%
Missing (%)99.9%
Missing (n)11323
4
 
6
3
 
3
5
 
2
(Missing)
11323
ValueCountFrequency (%) 
4 6 0.1%
 
3 3 < 0.1%
 
5 2 < 0.1%
 
(Missing) 11323 99.9%
 
Max length3
Mean length3
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

Alt2
Categorical

Distinct count4
Unique (%)< 0.1%
Missing (%)99.9%
Missing (n)11323
CB
 
6
QZ
 
4
CL
 
1
(Missing)
11323
ValueCountFrequency (%) 
CB 6 0.1%
 
QZ 4 < 0.1%
 
CL 1 < 0.1%
 
(Missing) 11323 99.9%
 
Max length3
Mean length2.999029469
Min length2
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

Alt2_Int
Highly correlated

This variable is highly correlated with Alt1_Int and should be ignored for analysis

Correlation0.9026709338

Alt3
Categorical

Distinct count6
Unique (%)0.1%
Missing (%)99.9%
Missing (n)11324
CB
 
5
FU
 
2
QZ
 
1
Other values (2)
 
2
(Missing)
11324
ValueCountFrequency (%) 
CB 5 < 0.1%
 
FU 2 < 0.1%
 
QZ 1 < 0.1%
 
CA 1 < 0.1%
 
CL 1 < 0.1%
 
(Missing) 11324 99.9%
 
Max length3
Mean length2.999117699
Min length2
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

Alt3_Int
Categorical

Distinct count5
Unique (%)< 0.1%
Missing (%)99.9%
Missing (n)11324
4
 
4
2
 
3
3
 
2
(Missing)
11324
ValueCountFrequency (%) 
4 4 < 0.1%
 
2 3 < 0.1%
 
3 2 < 0.1%
 
5 1 < 0.1%
 
(Missing) 11324 99.9%
 
Max length3
Mean length3
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

Alt4
Categorical

Distinct count3
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)11332
MS
 
1
CA
 
1
(Missing)
11332
ValueCountFrequency (%) 
MS 1 < 0.1%
 
CA 1 < 0.1%
 
(Missing) 11332 > 99.9%
 
Max length3
Mean length2.99982354
Min length2
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

Alt4_Int
Categorical

Distinct count3
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)11332
3
 
1
2
 
1
(Missing)
11332
ValueCountFrequency (%) 
3 1 < 0.1%
 
2 1 < 0.1%
 
(Missing) 11332 > 99.9%
 
Max length3
Mean length3
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

Alt_Group
Categorical

Distinct count6
Unique (%)0.1%
Missing (%)99.9%
Missing (n)11323
FuQtzCarb
 
4
ChlQtzCarb
 
3
TalcChl
 
2
Other values (2)
 
2
(Missing)
11323
ValueCountFrequency (%) 
FuQtzCarb 4 < 0.1%
 
ChlQtzCarb 3 < 0.1%
 
TalcChl 2 < 0.1%
 
SerQtzCarb 1 < 0.1%
 
ChlCarbCal 1 < 0.1%
 
(Missing) 11323 99.9%
 
Max length10
Mean length3.005911417
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

Alt_Intensity
Highly correlated

This variable is highly correlated with Alt4_Int and should be ignored for analysis

Correlation1

Alt_Style
Categorical

Distinct count3
Unique (%)< 0.1%
Missing (%)99.9%
Missing (n)11323
PER
 
10
PAT
 
1
(Missing)
11323
ValueCountFrequency (%) 
PER 10 0.1%
 
PAT 1 < 0.1%
 
(Missing) 11323 99.9%
 
Max length3
Mean length3
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

Au_Best_ppm
Highly correlated

This variable is highly correlated with Alt_Intensity and should be ignored for analysis

Correlation1

Avg_Reading
Numeric

Distinct count120
Unique (%)1.1%
Missing (%)98.9%
Missing (n)11206
Infinite (%)0.0%
Infinite (n)0
Mean1.12155625
Minimum0.013
Maximum16.6
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum0.013
5-th percentile0.131
Q10.354
Median0.497
Q30.63825
95-th percentile4.806
Maximum16.6
Range16.587
Interquartile range0.28425

Descriptive statistics

Standard deviation2.634075925
Coef of variation2.348590117
Kurtosis20.83021231
Mean1.12155625
MAD1.195333203
Skewness4.533269555
Sum143.5592
Variance6.938355977
Memory size88.7 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0.013 2 < 0.1%
 
0.626 2 < 0.1%
 
0.306 2 < 0.1%
 
0.252 2 < 0.1%
 
0.7 2 < 0.1%
 
0.354 2 < 0.1%
 
0.594 2 < 0.1%
 
0.131 2 < 0.1%
 
0.284 2 < 0.1%
 
8.44 1 < 0.1%
 
Other values (109) 109 1.0%
 
(Missing) 11206 98.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0.013 2 < 0.1%
 
0.014 1 < 0.1%
 
0.045 1 < 0.1%
 
0.07 1 < 0.1%
 
0.122 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
16.6 1 < 0.1%
 
15.2 1 < 0.1%
 
13.7 1 < 0.1%
 
11.9 1 < 0.1%
 
8.44 1 < 0.1%
 

Bedding_Angle_TCA
Constant

This variable is constant and should be ignored for analysis

Constant valuenan

Bedding_Bed_Thickness
Constant

This variable is constant and should be ignored for analysis

Constant valuenan

Bedding_Cleavage_Angle
Constant

This variable is constant and should be ignored for analysis

Constant valuenan

Bedding_Confidence
Constant

This variable is constant and should be ignored for analysis

Constant valuenan

Bedding_Style
Constant

This variable is constant and should be ignored for analysis

Constant valuenan

Bedding_Younging_Direction
Constant

This variable is constant and should be ignored for analysis

Constant valuenan

Colour
Categorical

Distinct count8
Unique (%)0.1%
Missing (%)99.9%
Missing (n)11324
GREEN-EM
 
3
GREY
 
2
GREEN-BLK
 
1
Other values (4)
 
4
(Missing)
11324
ValueCountFrequency (%) 
GREEN-EM 3 < 0.1%
 
GREY 2 < 0.1%
 
GREEN-BLK 1 < 0.1%
 
BLUE-BLK 1 < 0.1%
 
GREEN-AP 1 < 0.1%
 
GREEN-GRY 1 < 0.1%
 
BLACK 1 < 0.1%
 
(Missing) 11324 99.9%
 
Max length9
Mean length3.003617434
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsTrue

Comments
Categorical

Distinct count952
Unique (%)8.4%
Missing (%)84.8%
Missing (n)9606
Oxidation present within fractures.
 
112
Fractures oxidized
 
83
Crushed core
 
51
Other values (948)
 
1482
(Missing)
9606
ValueCountFrequency (%) 
Oxidation present within fractures. 112 1.0%
 
Fractures oxidized 83 0.7%
 
Crushed core 51 0.4%
 
crushed core 48 0.4%
 
MINERAL COATING IN FRACTURES. 31 0.3%
 
EOH 23 0.2%
 
E.O.H 20 0.2%
 
S.O.H 19 0.2%
 
MANY MECHANICAL FRACTURES 17 0.1%
 
Section mashed 16 0.1%
 
Other values (941) 1308 11.5%
 
(Missing) 9606 84.8%
 
Max length174
Mean length6.97467796
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

Comments_2
Categorical

Distinct count2
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)11333
Pervasive strong qz-cb, patchy weak fu and sericite
 
1
(Missing)
11333
ValueCountFrequency (%) 
Pervasive strong qz-cb, patchy weak fu and sericite 1 < 0.1%
 
(Missing) 11333 > 99.9%
 
Max length51
Mean length3.004235045
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesTrue
Contains non-wordsTrue

Comments_5
Categorical

Distinct count2
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)11333
White qz-cb vein ~3cm wide runnning subparallel to core axis. Comb texture on margins
 
1
(Missing)
11333
ValueCountFrequency (%) 
White qz-cb vein ~3cm wide runnning subparallel to core axis. Comb texture on margins 1 < 0.1%
 
(Missing) 11333 > 99.9%
 
Max length86
Mean length3.007323099
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

Comments_6
Categorical

Distinct count2
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)11333
open folds - fault
 
1
(Missing)
11333
ValueCountFrequency (%) 
open folds - fault 1 < 0.1%
 
(Missing) 11333 > 99.9%
 
Max length18
Mean length3.001323452
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesTrue
Contains non-wordsTrue

Comments_8
Categorical

Distinct count18
Unique (%)0.2%
Missing (%)99.8%
Missing (n)11316
Core not recovered.
 
2
3.65m Void
 
1
EOH
 
1
Other values (14)
 
14
(Missing)
11316
ValueCountFrequency (%) 
Core not recovered. 2 < 0.1%
 
3.65m Void 1 < 0.1%
 
EOH 1 < 0.1%
 
Rounded polymictic gravel 1 < 0.1%
 
Empty space No core 1 < 0.1%
 
Grey siliceous foliated UM. 1 < 0.1%
 
Void preceding a heterolithic stope fill zone. 1 < 0.1%
 
Void fill. Fill contained Sand, boulders and wood. With Cement and a piece of timber. 20cm cement, with 20 cm of wood. Infrastructure encountered. End of Hole. 1 < 0.1%
 
Talc Ultramafics. EOH 1 < 0.1%
 
Grey Green Ultramafic, Qtz-Chl-Carb Alteration 20%. Foliation moderate 40 degrees boulder? Qtz-Carb veins 1mm-4mm size with granular texture. Sericite(Brown Carb) patchy. Qtz-Carb veins are strongly deformed with strong zoning with purple hue, massive Qtz interior and carb on the rim. 1 < 0.1%
 
Other values (7) 7 0.1%
 
(Missing) 11316 99.8%
 
Max length424
Mean length3.183695077
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

Comments_9
Constant

This variable is constant and should be ignored for analysis

Constant valuenan

Cu_Best_ppm
Numeric

Distinct count10
Unique (%)0.1%
Missing (%)99.9%
Missing (n)11325
Infinite (%)0.0%
Infinite (n)0
Mean18.56666667
Minimum6.3
Maximum36.3
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum6.3
5-th percentile7.06
Q110.1
Median18.9
Q321.7
95-th percentile32.06
Maximum36.3
Range30
Interquartile range11.6

Descriptive statistics

Standard deviation9.436498291
Coef of variation0.5082494591
Kurtosis0.1903050655
Mean18.56666667
MAD6.911111111
Skewness0.463617049
Sum167.1
Variance89.0475
Memory size88.7 KiB
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
10.1 1 < 0.1%
 
6.3 1 < 0.1%
 
25.7 1 < 0.1%
 
8.2 1 < 0.1%
 
18.9 1 < 0.1%
 
21.7 1 < 0.1%
 
18.6 1 < 0.1%
 
36.3 1 < 0.1%
 
21.3 1 < 0.1%
 
(Missing) 11325 99.9%
 

Minimum 5 values

ValueCountFrequency (%) 
6.3 1 < 0.1%
 
8.2 1 < 0.1%
 
10.1 1 < 0.1%
 
18.6 1 < 0.1%
 
18.9 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
36.3 1 < 0.1%
 
25.7 1 < 0.1%
 
21.7 1 < 0.1%
 
21.3 1 < 0.1%
 
18.9 1 < 0.1%
 

Fabric1_Angle_TCA
Categorical

Distinct count5
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)11330
60
 
1
50
 
1
30
 
1
(Missing)
11330
ValueCountFrequency (%) 
60 1 < 0.1%
 
50 1 < 0.1%
 
30 1 < 0.1%
 
40 1 < 0.1%
 
(Missing) 11330 > 99.9%
 
Max length4
Mean length3.00035292
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

Fabric1_Confidence
Categorical

Distinct count3
Unique (%)< 0.1%
Missing (%)99.9%
Missing (n)11328
HIGH
 
4
MOD
 
2
(Missing)
11328
ValueCountFrequency (%) 
HIGH 4 < 0.1%
 
MOD 2 < 0.1%
 
(Missing) 11328 99.9%
 
Max length4
Mean length3.00035292
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

Fabric1_Feature
Categorical

Distinct count4
Unique (%)< 0.1%
Missing (%)99.9%
Missing (n)11323
FOL
 
5
OTH
 
4
FLT
 
2
(Missing)
11323
ValueCountFrequency (%) 
FOL 5 < 0.1%
 
OTH 4 < 0.1%
 
FLT 2 < 0.1%
 
(Missing) 11323 99.9%
 
Max length3
Mean length3
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

Fabric1_Intensity
Numeric

Distinct count6
Unique (%)0.1%
Missing (%)99.9%
Missing (n)11327
Infinite (%)0.0%
Infinite (n)0
Mean2.857142857
Minimum0
Maximum5
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.6
Q12.5
Median3
Q33.5
95-th percentile4.7
Maximum5
Range5
Interquartile range1

Descriptive statistics

Standard deviation1.573591585
Coef of variation0.5507570547
Kurtosis1.447633136
Mean2.857142857
MAD1.06122449
Skewness-0.7552541268
Sum20
Variance2.476190476
Memory size88.7 KiB
Histogram
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%) 
3 3 < 0.1%
 
4 1 < 0.1%
 
5 1 < 0.1%
 
2 1 < 0.1%
 
0 1 < 0.1%
 
(Missing) 11327 99.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 1 < 0.1%
 
2 1 < 0.1%
 
3 3 < 0.1%
 
4 1 < 0.1%
 
5 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
5 1 < 0.1%
 
4 1 < 0.1%
 
3 3 < 0.1%
 
2 1 < 0.1%
 
0 1 < 0.1%
 

Fabric2_Angle_TCA
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)11333
0
 
1
(Missing)
11333
ValueCountFrequency (%) 
0 1 < 0.1%
 
(Missing) 11333 > 99.9%
 

Fabric2_Confidence
Categorical

Distinct count2
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)11333
HIGH
 
1
(Missing)
11333
ValueCountFrequency (%) 
HIGH 1 < 0.1%
 
(Missing) 11333 > 99.9%
 
Max length4
Mean length3.00008823
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

Fabric2_Feature
Categorical

Distinct count2
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)11333
FOL
 
1
(Missing)
11333
ValueCountFrequency (%) 
FOL 1 < 0.1%
 
(Missing) 11333 > 99.9%
 
Max length3
Mean length3
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

Fabric2_Intensity
Categorical

Distinct count2
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)11333
5
 
1
(Missing)
11333
ValueCountFrequency (%) 
5 1 < 0.1%
 
(Missing) 11333 > 99.9%
 
Max length3
Mean length3
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

Foliation
Categorical

Distinct count6
Unique (%)0.1%
Missing (%)99.9%
Missing (n)11325
WK
 
3
NON
 
2
MOD
 
2
Other values (2)
 
2
(Missing)
11325
ValueCountFrequency (%) 
WK 3 < 0.1%
 
NON 2 < 0.1%
 
MOD 2 < 0.1%
 
ST 1 < 0.1%
 
INT 1 < 0.1%
 
(Missing) 11325 99.9%
 
Max length3
Mean length2.99964708
Min length2
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

Fracture_Infill
Categorical

Distinct count7
Unique (%)0.1%
Missing (%)70.2%
Missing (n)7952
MC
 
1419
CL
 
786
GH
 
479
Other values (3)
 
698
(Missing)
7952
ValueCountFrequency (%) 
MC 1419 12.5%
 
CL 786 6.9%
 
GH 479 4.2%
 
ST 370 3.3%
 
GR 277 2.4%
 
SS 51 0.4%
 
(Missing) 7952 70.2%
 
Max length3
Mean length2.701605788
Min length2
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

Fractures_per_m
Highly correlated

This variable is highly correlated with Alt4_Int and should be ignored for analysis

Correlation1

From_m
Numeric

Distinct count306
Unique (%)2.7%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean180.8301156
Minimum0.99
Maximum543
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum0.99
5-th percentile18
Q178
Median165
Q3264
95-th percentile408
Maximum543
Range542.01
Interquartile range186

Descriptive statistics

Standard deviation121.6286973
Coef of variation0.6726130596
Kurtosis-0.4904164013
Mean180.8301156
MAD101.182179
Skewness0.5638239167
Sum2049528.53
Variance14793.54001
Memory size88.7 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 0.99 2.04 5.915 6.06 8.955 ... 383.56 427.5 472.5 520.5 543. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
33 119 1.0%
 
48 119 1.0%
 
39 119 1.0%
 
27 119 1.0%
 
45 119 1.0%
 
21 119 1.0%
 
24 119 1.0%
 
36 119 1.0%
 
42 119 1.0%
 
30 119 1.0%
 
Other values (296) 10144 89.5%
 

Minimum 5 values

ValueCountFrequency (%) 
0.99 1 < 0.1%
 
1.76 1 < 0.1%
 
2 1 < 0.1%
 
2.08 1 < 0.1%
 
2.15 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
543 1 < 0.1%
 
540 2 < 0.1%
 
537 2 < 0.1%
 
534 2 < 0.1%
 
531 3 < 0.1%
 

From_m_2
Highly correlated

This variable is highly correlated with From_m and should be ignored for analysis

Correlation1

From_m_3
Highly correlated

This variable is highly correlated with From_m and should be ignored for analysis

Correlation1

From_m_5
Highly correlated

This variable is highly correlated with From_m_2 and should be ignored for analysis

Correlation1

From_m_6
Highly correlated

This variable is highly correlated with From_m_5 and should be ignored for analysis

Correlation1

From_m_7
Highly correlated

This variable is highly correlated with From_m_6 and should be ignored for analysis

Correlation1

From_m_8
Highly correlated

This variable is highly correlated with From_m_7 and should be ignored for analysis

Correlation1

From_m_9
Highly correlated

This variable is highly correlated with From_m_8 and should be ignored for analysis

Correlation1

Hardness
Categorical

Distinct count8
Unique (%)0.1%
Missing (%)0.3%
Missing (n)32
MS
7073
MW
2381
S
 
1326
Other values (4)
 
522
ValueCountFrequency (%) 
MS 7073 62.4%
 
MW 2381 21.0%
 
S 1326 11.7%
 
W 480 4.2%
 
VW 24 0.2%
 
VS 14 0.1%
 
EW 4 < 0.1%
 
(Missing) 32 0.3%
 
Max length3
Mean length1.843479795
Min length1
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

hex
Numeric

Distinct count11334
Unique (%)100.0%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean8.968501944e+16
Minimum-9.215453338e+18
Maximum9.223286652e+18
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-9.215453338e+18
5-th percentile-8.248696552e+18
Q1-4.503957753e+18
Median1.81469825e+17
Q34.695447379e+18
95-th percentile8.291645491e+18
Maximum9.223286652e+18
Range1.843873999e+19
Interquartile range9.199405132e+18

Descriptive statistics

Standard deviation5.313268142e+18
Coef of variation59.24365267
Kurtosis-1.199774864
Mean8.968501944e+16
MAD4.600997955e+18
Skewness-0.03035006585
Sum1.919086291e+18
Variance2.823081834e+37
Memory size88.7 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-9.21545334e+18 9.22328665e+18], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-5.665861514e+18 1 < 0.1%
 
3.314960888e+17 1 < 0.1%
 
1.350973707e+18 1 < 0.1%
 
3.726257699e+18 1 < 0.1%
 
2.672317685e+18 1 < 0.1%
 
-6.471186724e+18 1 < 0.1%
 
6.285258416e+18 1 < 0.1%
 
-1.964014591e+18 1 < 0.1%
 
7.29031923e+18 1 < 0.1%
 
-1.638564232e+17 1 < 0.1%
 
Other values (11324) 11324 99.9%
 

Minimum 5 values

ValueCountFrequency (%) 
-9.215453338e+18 1 < 0.1%
 
-9.207869974e+18 1 < 0.1%
 
-9.205951509e+18 1 < 0.1%
 
-9.205824629e+18 1 < 0.1%
 
-9.205007424e+18 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
9.223286652e+18 1 < 0.1%
 
9.222153173e+18 1 < 0.1%
 
9.221467374e+18 1 < 0.1%
 
9.220744829e+18 1 < 0.1%
 
9.214049032e+18 1 < 0.1%
 

Hole
Categorical

Distinct count120
Unique (%)1.1%
Missing (%)0.0%
Missing (n)0
KAD17-110
 
181
KAD17-043
 
180
KAD17-044
 
177
Other values (117)
10796
ValueCountFrequency (%) 
KAD17-110 181 1.6%
 
KAD17-043 180 1.6%
 
KAD17-044 177 1.6%
 
KAD17-101 176 1.6%
 
KAD17-017 174 1.5%
 
KAD17-033 172 1.5%
 
KAD17-108 170 1.5%
 
KAD17-049 166 1.5%
 
KAD17-042 162 1.4%
 
KAD17-093 159 1.4%
 
Other values (110) 9617 84.9%
 
Max length10
Mean length9.0172931
Min length9
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

Hole_2
Categorical

Distinct count12
Unique (%)0.1%
Missing (%)99.9%
Missing (n)11319
KAD17-097
 
3
KAD17-101
 
2
KAD17-017
 
2
Other values (8)
 
8
(Missing)
11319
ValueCountFrequency (%) 
KAD17-097 3 < 0.1%
 
KAD17-101 2 < 0.1%
 
KAD17-017 2 < 0.1%
 
KAD17-094 1 < 0.1%
 
KAD17-050A 1 < 0.1%
 
KAD17-086 1 < 0.1%
 
KAD17-088 1 < 0.1%
 
KAD17-012 1 < 0.1%
 
KAD17-071 1 < 0.1%
 
KAD17-066 1 < 0.1%
 
(Missing) 11319 99.9%
 
Max length10
Mean length3.008028939
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

Hole_3
Categorical

Distinct count65
Unique (%)0.6%
Missing (%)98.9%
Missing (n)11206
KAD17-065
 
13
KAD17-018
 
8
KAD17-004
 
8
Other values (61)
 
99
(Missing)
11206
ValueCountFrequency (%) 
KAD17-065 13 0.1%
 
KAD17-018 8 0.1%
 
KAD17-004 8 0.1%
 
KAD17-053 6 0.1%
 
KAD17-068 6 0.1%
 
KAD17-051 5 < 0.1%
 
KAD17-022 5 < 0.1%
 
KAD17-076 4 < 0.1%
 
KAD17-039 3 < 0.1%
 
KAD17-035 3 < 0.1%
 
Other values (54) 67 0.6%
 
(Missing) 11206 98.9%
 
Max length10
Mean length3.06793718
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

Hole_5
Categorical

Distinct count11
Unique (%)0.1%
Missing (%)99.9%
Missing (n)11322
KAD17-097
 
2
KAD17-101
 
2
KAD17-094
 
1
Other values (7)
 
7
(Missing)
11322
ValueCountFrequency (%) 
KAD17-097 2 < 0.1%
 
KAD17-101 2 < 0.1%
 
KAD17-094 1 < 0.1%
 
KAD17-050A 1 < 0.1%
 
KAD17-086 1 < 0.1%
 
KAD17-088 1 < 0.1%
 
KAD17-066 1 < 0.1%
 
KAD17-046 1 < 0.1%
 
KAD17-017 1 < 0.1%
 
KAD17-021 1 < 0.1%
 
(Missing) 11322 99.9%
 
Max length10
Mean length3.006440798
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

Hole_6
Categorical

Distinct count10
Unique (%)0.1%
Missing (%)99.9%
Missing (n)11323
KAD17-097
 
2
KAD17-101
 
2
KAD17-094
 
1
Other values (6)
 
6
(Missing)
11323
ValueCountFrequency (%) 
KAD17-097 2 < 0.1%
 
KAD17-101 2 < 0.1%
 
KAD17-094 1 < 0.1%
 
KAD17-086 1 < 0.1%
 
KAD17-071 1 < 0.1%
 
KAD17-095 1 < 0.1%
 
KAD17-115 1 < 0.1%
 
KAD17-066 1 < 0.1%
 
KAD17-046 1 < 0.1%
 
(Missing) 11323 99.9%
 
Max length9
Mean length3.005823187
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

Hole_7
Categorical

Distinct count65
Unique (%)0.6%
Missing (%)98.8%
Missing (n)11203
KAD17-065
 
13
KAD17-004
 
9
KAD17-018
 
8
Other values (61)
 
101
(Missing)
11203
ValueCountFrequency (%) 
KAD17-065 13 0.1%
 
KAD17-004 9 0.1%
 
KAD17-018 8 0.1%
 
KAD17-053 6 0.1%
 
KAD17-068 6 0.1%
 
KAD17-075 5 < 0.1%
 
KAD17-051 5 < 0.1%
 
KAD17-022 5 < 0.1%
 
KAD17-076 4 < 0.1%
 
KAD17-039 3 < 0.1%
 
Other values (54) 67 0.6%
 
(Missing) 11203 98.8%
 
Max length10
Mean length3.069437092
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

Hole_8
Categorical

Distinct count16
Unique (%)0.1%
Missing (%)99.7%
Missing (n)11305
KAD17-075
 
5
KAD17-083
 
4
KAD17-018
 
4
Other values (12)
 
16
(Missing)
11305
ValueCountFrequency (%) 
KAD17-075 5 < 0.1%
 
KAD17-083 4 < 0.1%
 
KAD17-018 4 < 0.1%
 
KAD17-086 2 < 0.1%
 
KAD17-091 2 < 0.1%
 
KAD17-101 2 < 0.1%
 
KAD17-004 2 < 0.1%
 
KAD17-094 1 < 0.1%
 
KAD17-050A 1 < 0.1%
 
KAD17-097 1 < 0.1%
 
Other values (5) 5 < 0.1%
 
(Missing) 11305 99.7%
 
Max length10
Mean length3.015440268
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

Hole_9
Categorical

Distinct count12
Unique (%)0.1%
Missing (%)99.9%
Missing (n)11321
KAD17-097
 
2
KAD17-101
 
2
KAD17-094
 
1
Other values (8)
 
8
(Missing)
11321
ValueCountFrequency (%) 
KAD17-097 2 < 0.1%
 
KAD17-101 2 < 0.1%
 
KAD17-094 1 < 0.1%
 
KAD17-007 1 < 0.1%
 
KAD17-086 1 < 0.1%
 
KAD17-071 1 < 0.1%
 
KAD17-068 1 < 0.1%
 
KAD17-096 1 < 0.1%
 
KAD17-066 1 < 0.1%
 
KAD17-046 1 < 0.1%
 
(Missing) 11321 99.9%
 
Max length9
Mean length3.006881948
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

Lith1
Categorical

Distinct count8
Unique (%)0.1%
Missing (%)99.7%
Missing (n)11305
VOID
 
14
UM
 
8
GRAVEL
 
3
Other values (4)
 
4
(Missing)
11305
ValueCountFrequency (%) 
VOID 14 0.1%
 
UM 8 0.1%
 
GRAVEL 3 < 0.1%
 
MAFIC-VAR 1 < 0.1%
 
FAULT 1 < 0.1%
 
MAFIC 1 < 0.1%
 
OTHER 1 < 0.1%
 
(Missing) 11305 99.7%
 
Max length9
Mean length3.002382213
Min length2
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsTrue

Lith1_Bedding
Constant

This variable is constant and should be ignored for analysis

Constant valuenan

Lith1_Group
Categorical

Distinct count6
Unique (%)0.1%
Missing (%)99.7%
Missing (n)11305
VOID
 
15
UM
 
9
FILL
 
2
Other values (2)
 
3
(Missing)
11305
ValueCountFrequency (%) 
VOID 15 0.1%
 
UM 9 0.1%
 
FILL 2 < 0.1%
 
MAFIC 2 < 0.1%
 
OTHER 1 < 0.1%
 
(Missing) 11305 99.7%
 
Max length5
Mean length3.001235221
Min length2
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

Lith1_Texture
Categorical

Distinct count4
Unique (%)< 0.1%
Missing (%)99.9%
Missing (n)11325
MASS
 
4
GRAN
 
3
BAND
 
2
(Missing)
11325
ValueCountFrequency (%) 
MASS 4 < 0.1%
 
GRAN 3 < 0.1%
 
BAND 2 < 0.1%
 
(Missing) 11325 99.9%
 
Max length4
Mean length3.000794071
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

Min1
Categorical

Distinct count2
Unique (%)< 0.1%
Missing (%)99.9%
Missing (n)11326
PY
 
8
(Missing)
11326
ValueCountFrequency (%) 
PY 8 0.1%
 
(Missing) 11326 99.9%
 
Max length3
Mean length2.999294159
Min length2
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

Min2
Categorical

Distinct count2
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)11333
TT
 
1
(Missing)
11333
ValueCountFrequency (%) 
TT 1 < 0.1%
 
(Missing) 11333 > 99.9%
 
Max length3
Mean length2.99991177
Min length2
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

Min3
Constant

This variable is constant and should be ignored for analysis

Constant valuenan

Min_Intensity
Numeric

Distinct count6
Unique (%)0.1%
Missing (%)99.9%
Missing (n)11326
Infinite (%)0.0%
Infinite (n)0
Mean2.5
Minimum1
Maximum5
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile1
Q11.75
Median2
Q33.25
95-th percentile4.65
Maximum5
Range4
Interquartile range1.5

Descriptive statistics

Standard deviation1.414213562
Coef of variation0.5656854249
Kurtosis-0.2285714286
Mean2.5
MAD1.125
Skewness0.8081220356
Sum20
Variance2
Memory size88.7 KiB
Histogram
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%) 
2 3 < 0.1%
 
1 2 < 0.1%
 
5 1 < 0.1%
 
3 1 < 0.1%
 
4 1 < 0.1%
 
(Missing) 11326 99.9%
 

Minimum 5 values

ValueCountFrequency (%) 
1 2 < 0.1%
 
2 3 < 0.1%
 
3 1 < 0.1%
 
4 1 < 0.1%
 
5 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
5 1 < 0.1%
 
4 1 < 0.1%
 
3 1 < 0.1%
 
2 3 < 0.1%
 
1 2 < 0.1%
 

Min_Pct
Highly correlated

This variable is highly correlated with From_m_8 and should be ignored for analysis

Correlation0.9978787699

Min_Style
Categorical

Distinct count3
Unique (%)< 0.1%
Missing (%)99.9%
Missing (n)11326
DIS
 
7
FRC
 
1
(Missing)
11326
ValueCountFrequency (%) 
DIS 7 0.1%
 
FRC 1 < 0.1%
 
(Missing) 11326 99.9%
 
Max length3
Mean length3
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

Num_Fractures
Highly correlated

This variable is highly correlated with Alt4_Int and should be ignored for analysis

Correlation1

Oxidation
Categorical

Distinct count3
Unique (%)< 0.1%
Missing (%)99.9%
Missing (n)11323
UO
 
10
WO
 
1
(Missing)
11323
ValueCountFrequency (%) 
UO 10 0.1%
 
WO 1 < 0.1%
 
(Missing) 11323 99.9%
 
Max length3
Mean length2.999029469
Min length2
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

Pb_Best_ppm
Numeric

Distinct count9
Unique (%)0.1%
Missing (%)99.9%
Missing (n)11325
Infinite (%)0.0%
Infinite (n)0
Mean1.261111111
Minimum0.25
Maximum3.7
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum0.25
5-th percentile0.35
Q10.8
Median1
Q31.5
95-th percentile2.9
Maximum3.7
Range3.45
Interquartile range0.7

Descriptive statistics

Standard deviation1.019735805
Coef of variation0.8086010785
Kurtosis4.568690871
Mean1.261111111
MAD0.6925925926
Skewness1.957040619
Sum11.35
Variance1.039861111
Memory size88.7 KiB
Histogram
Histogram with fixed size bins (bins=9)
ValueCountFrequency (%) 
0.8 2 < 0.1%
 
1.7 1 < 0.1%
 
3.7 1 < 0.1%
 
1.1 1 < 0.1%
 
0.5 1 < 0.1%
 
1 1 < 0.1%
 
1.5 1 < 0.1%
 
0.25 1 < 0.1%
 
(Missing) 11325 99.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0.25 1 < 0.1%
 
0.5 1 < 0.1%
 
0.8 2 < 0.1%
 
1 1 < 0.1%
 
1.1 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
3.7 1 < 0.1%
 
1.7 1 < 0.1%
 
1.5 1 < 0.1%
 
1.1 1 < 0.1%
 
1 1 < 0.1%
 

QtzCarb_Replacement_Pct
Highly correlated

This variable is highly correlated with Min_Pct and should be ignored for analysis

Correlation0.9657346862

Roughness
Categorical

Distinct count6
Unique (%)0.1%
Missing (%)0.4%
Missing (n)47
RO
10358
SM
 
806
SS
 
104
Other values (2)
 
19
(Missing)
 
47
ValueCountFrequency (%) 
RO 10358 91.4%
 
SM 806 7.1%
 
SS 104 0.9%
 
ro 14 0.1%
 
Ro 5 < 0.1%
 
(Missing) 47 0.4%
 
Max length3
Mean length2.004146815
Min length2
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

RQD_m
Numeric

Distinct count334
Unique (%)2.9%
Missing (%)0.1%
Missing (n)16
Infinite (%)0.0%
Infinite (n)0
Mean2.532730783
Minimum0
Maximum64
Zeros (%)0.6%
Mini histogram

Quantile statistics

Minimum0
5-th percentile1.11
Q12.39
Median2.75
Q32.92
95-th percentile3.04
Maximum64
Range64
Interquartile range0.53

Descriptive statistics

Standard deviation0.8396315916
Coef of variation0.3315123728
Kurtosis2538.284759
Mean2.532730783
MAD0.4382554359
Skewness33.90206816
Sum28665.447
Variance0.7049812096
Memory size88.7 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
3 373 3.3%
 
2.9 229 2.0%
 
2.93 210 1.9%
 
2.98 202 1.8%
 
2.92 200 1.8%
 
2.94 198 1.7%
 
2.87 193 1.7%
 
2.8 188 1.7%
 
2.95 187 1.6%
 
2.97 186 1.6%
 
Other values (323) 9152 80.7%
 

Minimum 5 values

ValueCountFrequency (%) 
0 70 0.6%
 
0.01 1 < 0.1%
 
0.07 1 < 0.1%
 
0.1 9 0.1%
 
0.11 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
64 1 < 0.1%
 
3.7 1 < 0.1%
 
3.67 1 < 0.1%
 
3.64 1 < 0.1%
 
3.6 2 < 0.1%
 

RQD_Pct
Numeric

Distinct count439
Unique (%)3.9%
Missing (%)0.1%
Missing (n)16
Infinite (%)0.0%
Infinite (n)0
Mean84.63176798
Minimum0
Maximum123.33
Zeros (%)0.6%
Mini histogram

Quantile statistics

Minimum0
5-th percentile39.67
Q180
Median91.67
Q397.33
95-th percentile101.33
Maximum123.33
Range123.33
Interquartile range17.33

Descriptive statistics

Standard deviation19.68624133
Coef of variation0.232610541
Kurtosis4.222207672
Mean84.63176798
MAD14.03496267
Skewness-2.017387947
Sum957862.35
Variance387.5480978
Memory size88.7 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
100 383 3.4%
 
96.67 230 2.0%
 
97.67 210 1.9%
 
99.33 201 1.8%
 
97.33 200 1.8%
 
98 198 1.7%
 
95.67 193 1.7%
 
93.33 188 1.7%
 
98.33 187 1.6%
 
99 186 1.6%
 
Other values (428) 9142 80.7%
 

Minimum 5 values

ValueCountFrequency (%) 
0 70 0.6%
 
0.31 1 < 0.1%
 
2.24 1 < 0.1%
 
2.55 1 < 0.1%
 
3.33 6 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
123.33 1 < 0.1%
 
122.33 1 < 0.1%
 
121.5 1 < 0.1%
 
120 2 < 0.1%
 
117.33 1 < 0.1%
 

Shape
Categorical

Distinct count10
Unique (%)0.1%
Missing (%)0.4%
Missing (n)47
IR
9997
PL
 
967
UN
 
154
Other values (6)
 
169
ValueCountFrequency (%) 
IR 9997 88.2%
 
PL 967 8.5%
 
UN 154 1.4%
 
ST 131 1.2%
 
CU 25 0.2%
 
ir 6 0.1%
 
pl 3 < 0.1%
 
Ir 2 < 0.1%
 
Un 2 < 0.1%
 
(Missing) 47 0.4%
 
Max length3
Mean length2.004146815
Min length2
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

Timestamp
Categorical

Distinct count246
Unique (%)2.2%
Missing (%)0.0%
Missing (n)0
2017-11-09
 
118
2017-10-26
 
114
2017-05-18
 
108
Other values (243)
10994
ValueCountFrequency (%) 
2017-11-09 118 1.0%
 
2017-10-26 114 1.0%
 
2017-05-18 108 1.0%
 
2017-10-27 96 0.8%
 
2017-10-01 96 0.8%
 
2017-11-03 92 0.8%
 
2017-10-08 89 0.8%
 
2017-10-16 88 0.8%
 
2017-08-18 87 0.8%
 
2017-09-29 86 0.8%
 
Other values (236) 10360 91.4%
 
Max length10
Mean length10
Min length10
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

To_m
Highly correlated

This variable is highly correlated with From_m_9 and should be ignored for analysis

Correlation0.999967617

To_m_2
Highly correlated

This variable is highly correlated with To_m and should be ignored for analysis

Correlation1

To_m_3
Highly correlated

This variable is highly correlated with To_m and should be ignored for analysis

Correlation1

To_m_5
Highly correlated

This variable is highly correlated with To_m_2 and should be ignored for analysis

Correlation1

To_m_6
Highly correlated

This variable is highly correlated with To_m_5 and should be ignored for analysis

Correlation1

To_m_7
Highly correlated

This variable is highly correlated with To_m_6 and should be ignored for analysis

Correlation1

To_m_8
Highly correlated

This variable is highly correlated with To_m_7 and should be ignored for analysis

Correlation1

To_m_9
Highly correlated

This variable is highly correlated with To_m_8 and should be ignored for analysis

Correlation1

Total_Pct_Vein
Highly correlated

This variable is highly correlated with Alt3_Int and should be ignored for analysis

Correlation0.9284808554

Vein1
Categorical

Distinct count3
Unique (%)< 0.1%
Missing (%)99.9%
Missing (n)11326
QC
 
7
CB
 
1
(Missing)
11326
ValueCountFrequency (%) 
QC 7 0.1%
 
CB 1 < 0.1%
 
(Missing) 11326 99.9%
 
Max length3
Mean length2.999294159
Min length2
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

Vein1_Angle_TCA
Highly correlated

This variable is highly correlated with Fabric1_Angle_TCA and should be ignored for analysis

Correlation1

Vein1_Form
Categorical

Distinct count3
Unique (%)< 0.1%
Missing (%)99.9%
Missing (n)11326
DEF
 
7
NOD
 
1
(Missing)
11326
ValueCountFrequency (%) 
DEF 7 0.1%
 
NOD 1 < 0.1%
 
(Missing) 11326 99.9%
 
Max length3
Mean length3
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

Vein1_Grain_Size
Constant

This variable is constant and should be ignored for analysis

Constant valuenan

Vein1_Internal_Structure
Categorical

Distinct count3
Unique (%)< 0.1%
Missing (%)99.9%
Missing (n)11326
MAS
 
7
COK
 
1
(Missing)
11326
ValueCountFrequency (%) 
MAS 7 0.1%
 
COK 1 < 0.1%
 
(Missing) 11326 99.9%
 
Max length3
Mean length3
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

Vein1_Pct
Highly correlated

This variable is highly correlated with Total_Pct_Vein and should be ignored for analysis

Correlation0.984445004

Vein1_Pct_Sulphide
Boolean

Distinct count3
Unique (%)< 0.1%
Missing (%)99.9%
Missing (n)11328
0.1
 
4
0
 
2
(Missing)
11328
ValueCountFrequency (%) 
0.1 4 < 0.1%
 
0 2 < 0.1%
 
(Missing) 11328 99.9%
 

Vein1_Style
Categorical

Distinct count3
Unique (%)< 0.1%
Missing (%)99.9%
Missing (n)11326
STW
 
6
IDV
 
2
(Missing)
11326
ValueCountFrequency (%) 
STW 6 0.1%
 
IDV 2 < 0.1%
 
(Missing) 11326 99.9%
 
Max length3
Mean length3
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

Vein1_VG
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)99.9%
Missing (n)11322
False
 
12
(Missing)
11322
ValueCountFrequency (%) 
False 12 0.1%
 
(Missing) 11322 99.9%
 

Vein2
Categorical

Distinct count4
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)11330
QC
 
2
CC
 
1
QZ
 
1
(Missing)
11330
ValueCountFrequency (%) 
QC 2 < 0.1%
 
CC 1 < 0.1%
 
QZ 1 < 0.1%
 
(Missing) 11330 > 99.9%
 
Max length3
Mean length2.99964708
Min length2
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

Vein2_Angle_TCA
Categorical

Distinct count2
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)11331
60
 
3
(Missing)
11331
ValueCountFrequency (%) 
60 3 < 0.1%
 
(Missing) 11331 > 99.9%
 
Max length4
Mean length3.00026469
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

Vein2_Form
Categorical

Distinct count4
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)11330
NOD
 
2
BXD
 
1
BUD
 
1
(Missing)
11330
ValueCountFrequency (%) 
NOD 2 < 0.1%
 
BXD 1 < 0.1%
 
BUD 1 < 0.1%
 
(Missing) 11330 > 99.9%
 
Max length3
Mean length3
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

Vein2_Internal_Structure
Categorical

Distinct count4
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)11330
MAS
 
2
ZON
 
1
VUG
 
1
(Missing)
11330
ValueCountFrequency (%) 
MAS 2 < 0.1%
 
ZON 1 < 0.1%
 
VUG 1 < 0.1%
 
(Missing) 11330 > 99.9%
 
Max length3
Mean length3
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

Vein2_Pct
Highly correlated

This variable is highly correlated with To_m_8 and should be ignored for analysis

Correlation1

Vein2_Pct_Sulphide
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)11331
0
 
3
(Missing)
11331
ValueCountFrequency (%) 
0 3 < 0.1%
 
(Missing) 11331 > 99.9%
 

Vein2_Style
Categorical

Distinct count4
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)11330
IDV
 
2
SHT
 
1
STW
 
1
(Missing)
11330
ValueCountFrequency (%) 
IDV 2 < 0.1%
 
SHT 1 < 0.1%
 
STW 1 < 0.1%
 
(Missing) 11330 > 99.9%
 
Max length3
Mean length3
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

Vein2_VG
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)99.9%
Missing (n)11322
False
 
12
(Missing)
11322
ValueCountFrequency (%) 
False 12 0.1%
 
(Missing) 11322 99.9%
 

Vein3
Categorical

Distinct count2
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)11333
QC
 
1
(Missing)
11333
ValueCountFrequency (%) 
QC 1 < 0.1%
 
(Missing) 11333 > 99.9%
 
Max length3
Mean length2.99991177
Min length2
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

Vein3_Angle_TCA
Categorical

Distinct count2
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)11333
30
 
1
(Missing)
11333
ValueCountFrequency (%) 
30 1 < 0.1%
 
(Missing) 11333 > 99.9%
 
Max length4
Mean length3.00008823
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

Vein3_Form
Categorical

Distinct count2
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)11333
NOD
 
1
(Missing)
11333
ValueCountFrequency (%) 
NOD 1 < 0.1%
 
(Missing) 11333 > 99.9%
 
Max length3
Mean length3
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

Vein3_Internal_Structure
Categorical

Distinct count2
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)11333
MAS
 
1
(Missing)
11333
ValueCountFrequency (%) 
MAS 1 < 0.1%
 
(Missing) 11333 > 99.9%
 
Max length3
Mean length3
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

Vein3_Pct
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)11333
1
 
1
(Missing)
11333
ValueCountFrequency (%) 
1 1 < 0.1%
 
(Missing) 11333 > 99.9%
 

Vein3_Pct_Sulphide
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)11333
0.1
 
1
(Missing)
11333
ValueCountFrequency (%) 
0.1 1 < 0.1%
 
(Missing) 11333 > 99.9%
 

Vein3_Style
Categorical

Distinct count2
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)11333
STR
 
1
(Missing)
11333
ValueCountFrequency (%) 
STR 1 < 0.1%
 
(Missing) 11333 > 99.9%
 
Max length3
Mean length3
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

Vein3_VG
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)99.9%
Missing (n)11322
False
 
12
(Missing)
11322
ValueCountFrequency (%) 
False 12 0.1%
 
(Missing) 11322 99.9%
 

VG
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)99.9%
Missing (n)11321
False
 
13
(Missing)
11321
ValueCountFrequency (%) 
False 13 0.1%
 
(Missing) 11321 99.9%
 

Weathering
Categorical

Distinct count7
Unique (%)0.1%
Missing (%)0.3%
Missing (n)33
W1
6879
W2
3370
W3
 
823
Other values (3)
 
229
ValueCountFrequency (%) 
W1 6879 60.7%
 
W2 3370 29.7%
 
W3 823 7.3%
 
W4 197 1.7%
 
W5 21 0.2%
 
W6 11 0.1%
 
(Missing) 33 0.3%
 
Max length3
Mean length2.002911593
Min length2
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsFalse

Zn_Best_ppm
Numeric

Distinct count9
Unique (%)0.1%
Missing (%)99.9%
Missing (n)11325
Infinite (%)0.0%
Infinite (n)0
Mean44.88888889
Minimum33
Maximum61
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum33
5-th percentile34.2
Q137
Median47
Q350
95-th percentile57.4
Maximum61
Range28
Interquartile range13

Descriptive statistics

Standard deviation8.964435906
Coef of variation0.1997027801
Kurtosis-0.3831176939
Mean44.88888889
MAD7.234567901
Skewness0.3929353027
Sum404
Variance80.36111111
Memory size88.7 KiB
Histogram
Histogram with fixed size bins (bins=9)
ValueCountFrequency (%) 
47 2 < 0.1%
 
61 1 < 0.1%
 
36 1 < 0.1%
 
33 1 < 0.1%
 
37 1 < 0.1%
 
50 1 < 0.1%
 
41 1 < 0.1%
 
52 1 < 0.1%
 
(Missing) 11325 99.9%
 

Minimum 5 values

ValueCountFrequency (%) 
33 1 < 0.1%
 
36 1 < 0.1%
 
37 1 < 0.1%
 
41 1 < 0.1%
 
47 2 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
61 1 < 0.1%
 
52 1 < 0.1%
 
50 1 < 0.1%
 
47 2 < 0.1%
 
41 1 < 0.1%
 

Correlations

Missing values

Sample

First rows

Ag_Best_ppmAlt1Alt1_IntAlt2Alt2_IntAlt3Alt3_IntAlt4Alt4_IntAlt_GroupAlt_IntensityAlt_StyleAu_Best_ppmAvg_ReadingBedding_Angle_TCABedding_Bed_ThicknessBedding_Cleavage_AngleBedding_ConfidenceBedding_StyleBedding_Younging_DirectionColourCommentsComments_2Comments_5Comments_6Comments_8Comments_9Cu_Best_ppmFabric1_Angle_TCAFabric1_ConfidenceFabric1_FeatureFabric1_IntensityFabric2_Angle_TCAFabric2_ConfidenceFabric2_FeatureFabric2_IntensityFoliationFracture_InfillFractures_per_mFrom_mFrom_m_2From_m_3From_m_5From_m_6From_m_7From_m_8From_m_9HardnesshexHoleHole_2Hole_3Hole_5Hole_6Hole_7Hole_8Hole_9Lith1Lith1_BeddingLith1_GroupLith1_TextureMin1Min2Min3Min_IntensityMin_PctMin_StyleNum_FracturesOxidationPb_Best_ppmQtzCarb_Replacement_PctRoughnessRQD_mRQD_PctShapeTimestampTo_mTo_m_2To_m_3To_m_5To_m_6To_m_7To_m_8To_m_9Total_Pct_VeinVein1Vein1_Angle_TCAVein1_FormVein1_Grain_SizeVein1_Internal_StructureVein1_PctVein1_Pct_SulphideVein1_StyleVein1_VGVein2Vein2_Angle_TCAVein2_FormVein2_Internal_StructureVein2_PctVein2_Pct_SulphideVein2_StyleVein2_VGVein3Vein3_Angle_TCAVein3_FormVein3_Internal_StructureVein3_PctVein3_Pct_SulphideVein3_StyleVein3_VGVGWeatheringZn_Best_ppm
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5NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN3.9624.0NaNNaNNaNNaNNaNNaNNaNS2810298509095073376KAD17-001NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN12.0NaNNaNNaNRO2.9598.33IR2017-03-1727.0NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNW1NaN
6NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN5.1727.0NaNNaNNaNNaNNaNNaNNaNMS314059427592153455KAD17-001NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN15.0NaNNaNNaNRO2.4782.33UN2017-03-1730.0NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNW1NaN
7NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN4.7530.0NaNNaNNaNNaNNaNNaNNaNMS-7081146018581867472KAD17-001NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN14.0NaNNaNNaNRO2.7792.33CU2017-03-1733.0NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNW1NaN
8NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN6.5433.0NaNNaNNaNNaNNaNNaNNaNMS-2287796090066587532KAD17-001NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN20.0NaNNaNNaNRO2.3678.67ST2017-03-1736.0NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNW1NaN
9NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN3.6936.0NaNNaNNaNNaNNaNNaNNaNMS6442559460750023208KAD17-001NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN11.0NaNNaNNaNRO2.6387.67UN2017-03-1739.0NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNW1NaN

Last rows

Ag_Best_ppmAlt1Alt1_IntAlt2Alt2_IntAlt3Alt3_IntAlt4Alt4_IntAlt_GroupAlt_IntensityAlt_StyleAu_Best_ppmAvg_ReadingBedding_Angle_TCABedding_Bed_ThicknessBedding_Cleavage_AngleBedding_ConfidenceBedding_StyleBedding_Younging_DirectionColourCommentsComments_2Comments_5Comments_6Comments_8Comments_9Cu_Best_ppmFabric1_Angle_TCAFabric1_ConfidenceFabric1_FeatureFabric1_IntensityFabric2_Angle_TCAFabric2_ConfidenceFabric2_FeatureFabric2_IntensityFoliationFracture_InfillFractures_per_mFrom_mFrom_m_2From_m_3From_m_5From_m_6From_m_7From_m_8From_m_9HardnesshexHoleHole_2Hole_3Hole_5Hole_6Hole_7Hole_8Hole_9Lith1Lith1_BeddingLith1_GroupLith1_TextureMin1Min2Min3Min_IntensityMin_PctMin_StyleNum_FracturesOxidationPb_Best_ppmQtzCarb_Replacement_PctRoughnessRQD_mRQD_PctShapeTimestampTo_mTo_m_2To_m_3To_m_5To_m_6To_m_7To_m_8To_m_9Total_Pct_VeinVein1Vein1_Angle_TCAVein1_FormVein1_Grain_SizeVein1_Internal_StructureVein1_PctVein1_Pct_SulphideVein1_StyleVein1_VGVein2Vein2_Angle_TCAVein2_FormVein2_Internal_StructureVein2_PctVein2_Pct_SulphideVein2_StyleVein2_VGVein3Vein3_Angle_TCAVein3_FormVein3_Internal_StructureVein3_PctVein3_Pct_SulphideVein3_StyleVein3_VGVGWeatheringZn_Best_ppm
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